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Using a Deep Learning Algorithm and Integrated Gradients Explanation to Assist Grading for Diabetic Retinopathy.
Sayres, Rory; Taly, Ankur; Rahimy, Ehsan; Blumer, Katy; Coz, David; Hammel, Naama; Krause, Jonathan; Narayanaswamy, Arunachalam; Rastegar, Zahra; Wu, Derek; Xu, Shawn; Barb, Scott; Joseph, Anthony; Shumski, Michael; Smith, Jesse; Sood, Arjun B; Corrado, Greg S; Peng, Lily; Webster, Dale R.
Afiliación
  • Sayres R; Google Research, Google, LLC, Mountain View, California.
  • Taly A; Google Research, Google, LLC, Mountain View, California.
  • Rahimy E; Department of Ophthalmology, Palo Alto Medical Foundation, Palo Alto, California.
  • Blumer K; Google Research, Google, LLC, Mountain View, California.
  • Coz D; Google Research, Google, LLC, Mountain View, California.
  • Hammel N; Google Research, Google, LLC, Mountain View, California.
  • Krause J; Google Research, Google, LLC, Mountain View, California.
  • Narayanaswamy A; Google Research, Google, LLC, Mountain View, California.
  • Rastegar Z; Google Research, Google, LLC, Mountain View, California.
  • Wu D; Google Research, Google, LLC, Mountain View, California.
  • Xu S; Verily Life Sciences, South San Francisco, California.
  • Barb S; Department of Ophthalmology, Emory University, Atlanta, Georgia.
  • Joseph A; Ophthalmic Consultants of Boston, Boston, Massachusetts.
  • Shumski M; Magruder Laser Vision, Orlando, Florida.
  • Smith J; Denver Health Medical Center, Denver, Colorado; Department of Ophthalmology, University of Colorado School of Medicine, Aurora, Colorado.
  • Sood AB; Department of Ophthalmology, Massachusetts Eye and Ear Infirmary, Harvard Medical School, Boston, Massachusetts.
  • Corrado GS; Google Research, Google, LLC, Mountain View, California.
  • Peng L; Google Research, Google, LLC, Mountain View, California. Electronic address: lhpeng@google.com.
  • Webster DR; Google Research, Google, LLC, Mountain View, California.
Ophthalmology ; 126(4): 552-564, 2019 04.
Article en En | MEDLINE | ID: mdl-30553900
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Texto completo: 1 Base de datos: MEDLINE Asunto principal: Algoritmos / Diagnóstico por Computador / Retinopatía Diabética / Aprendizaje Profundo Tipo de estudio: Diagnostic_studies / Prognostic_studies Límite: Female / Humans / Male Idioma: En Revista: Ophthalmology Año: 2019 Tipo del documento: Article
Texto completo
Imprimir
XML
PubMed Links
Buscar en Google

Texto completo: 1 Base de datos: MEDLINE Asunto principal: Algoritmos / Diagnóstico por Computador / Retinopatía Diabética / Aprendizaje Profundo Tipo de estudio: Diagnostic_studies / Prognostic_studies Límite: Female / Humans / Male Idioma: En Revista: Ophthalmology Año: 2019 Tipo del documento: Article